How can I solve the problem of colour map? (figure provided)

In the figure, the data is divided into four different groups and each group must be represented in different colour. however, I got a problem in the middle group which has the different colours in the same group.

How can I solve this problem?

[Stephen23]

How are you generating the figure? Can you show us the code and the data?

[Abdulatif Alabdulatif]

I scatter data in different groups through several commands like this:

scatter(sample1(n:m), sample1(n:m,2), 200, sample1(n:m)+1,'x');

[Stephen23]

You are already specifying the color in the scatter call (the fourth argument). If you want to change the color then the easiest way is to correctly specify the input data to the scatter function.

[Abdulatif Alabdulatif]

In case, I want to repeat this command four times. How can I specify a colour for each time a run the command?

Answer 1

[Stephen23]

Start by reading the scatter documentation. You can specify the color using the fourth argument, which is explained quite clearly in the documentation:

Marker color, specified in one of these forms:

• Color string or RGB triplet — Plot all markers with the same color.
• Three column matrix of RGB triplets — Use different colors for each marker. Each row of the matrix specifies an RGB triplet color for the corresponding marker. The number of rows must equal the length of x and y.
• Vector — Use different colors for each marker and linearly map values in c to the colors in the current colormap. The length of c must equal the length of x and y. To change the colormap for the axes, use the colormap function.

One easy way would be to define (before the loop) the colorspec that you want to use:

 clr = 'ymck';
 for k = 1:4
     ...
     scatter(x,y,a,clr(k))
     ...
 end

Answer 2

[Image Analyst]

The best way to do this is with gscatter() which does it automatically. If you have the Statistics and Machine Learning Toolbox, look it up in the help:

gscatter(x,y,group) creates a scatter plot of x and y, grouped by group. x and y are vectors of the same size. group is a grouping variable in the form of a categorical variable, vector, string array, or cell array of strings. Alternatively, group can be a cell array containing several grouping variables (such as {g1 g2 g3}), in which case observations are in the same group if they have common values of all grouping variables. Points in the same group and appear on the graph with the same marker and color.

[Abdulatif Alabdulatif]

Let me simplify the problem.

I have a large dataset that has 1000 data points (x,y). I want to divide them into groups. g1= 1:112, g2= 113:410, g3= 411:645, g4= 646:1000.

Take into consideration that the groups do not follow know patterns and the number of points in each group may change in each run.

Could you explain how can I do gscatter in my case? Do I need to create the groups manually?

Thanks

[Image Analyst]

What do the numbers refer to: the x values or the y values? Or are you using something like kmeans? Attach your data

[Image Analyst]

Try this:

groups = ones(1,length(x));
groups(1:112) = 1;
groups(113:410) = 2;
groups(411:645) = 3;
groups(646:end) = 4;
gscatter(x,y,groups);

[Abdulatif Alabdulatif]

This is data structure: (x,y,c) c:refer to the class of the data points

(-9.69171, -8.86384, 0)

(-9.55902, -8.10946, 0)

(-1.73544, -7.12043, 1)

(-1.77755, -6.39318, 1)

(-3.79288, -5.00445, 2)

(-3.36182, -6.39692, 2)

(-1.46405, -1.70081, 3)

(-0.413965, -2.22041, 3)

(-9.59192, -8.78982, 4)

(-9.72115, -8.37142, 4)